这解决了我的问题

android:adjustViewBounds="true"
android:scaleType="fitXY"

当以编程方式执行此操作时，请确保以正确的顺序调用setter:

imageView.setAdjustViewBounds(true)
imageView.setScaleType(ImageView.ScaleType.CENTER_CROP)

看一下ImageView。ScaleType来控制和理解在ImageView中发生大小调整的方式。当图像被调整大小时(同时保持其纵横比)，图像的高度或宽度可能会小于ImageView的维度。

在使用cardviewfor舍入imageview和固定的android:layout_height为标题的情况下，这对我来说是有效的，用Glide加载图像

    <?xml version="1.0" encoding="utf-8"?>
<FrameLayout xmlns:android="http://schemas.android.com/apk/res/android"
             xmlns:tools="http://schemas.android.com/tools"
             android:layout_width="match_parent"
             android:layout_height="220dp"
             xmlns:card_view="http://schemas.android.com/apk/res-auto"
             >

    <android.support.v7.widget.CardView
            android:id="@+id/card_view"
            android:layout_width="wrap_content"
            android:layout_height="wrap_content"
            android:layout_gravity="center|top"
            card_view:cardBackgroundColor="@color/colorPrimary"
            card_view:cardCornerRadius="10dp"
            card_view:cardElevation="10dp"
            card_view:cardPreventCornerOverlap="false"
            card_view:cardUseCompatPadding="true">

        <ImageView
                android:adjustViewBounds="true"
                android:maxHeight="220dp"
                android:id="@+id/iv_full"
                android:layout_width="wrap_content"
                android:layout_height="wrap_content"
                android:scaleType="fitCenter"/>

    </android.support.v7.widget.CardView>
</FrameLayout>

Yes, by default Android will scale your image down to fit the ImageView, maintaining the aspect ratio. However, make sure you're setting the image to the ImageView using android:src="..." rather than android:background="...". src= makes it scale the image maintaining aspect ratio, but background= makes it scale and distort the image to make it fit exactly to the size of the ImageView. (You can use a background and a source at the same time though, which can be useful for things like displaying a frame around the main image, using just one ImageView.) You should also see android:adjustViewBounds to make the ImageView resize itself to fit the rescaled image. For example, if you have a rectangular image in what would normally be a square ImageView, adjustViewBounds=true will make it resize the ImageView to be rectangular as well. This then affects how other Views are laid out around the ImageView. Then as Samuh wrote, you can change the way it default scales images using the android:scaleType parameter. By the way, the easiest way to discover how this works would simply have been to experiment a bit yourself! Just remember to look at the layouts in the emulator itself (or an actual phone) as the preview in Eclipse is usually wrong.

如果你想要一个ImageView在保持适当的纵横比的情况下，既能放大又能缩小，把这个添加到你的XML中:

android:adjustViewBounds="true"
android:scaleType="fitCenter"

在代码中添加:

// We need to adjust the height if the width of the bitmap is
// smaller than the view width, otherwise the image will be boxed.
final double viewWidthToBitmapWidthRatio = (double)image.getWidth() / (double)bitmap.getWidth();
image.getLayoutParams().height = (int) (bitmap.getHeight() * viewWidthToBitmapWidthRatio);

我花了一段时间才让它工作，但这似乎在图像小于屏幕宽度和大于屏幕宽度的情况下都可以工作，而且它不会将图像框起来。